https://github.com/nyxflower/notes-and-examples-on-natural-language-processing
Introduce basic nlp tasks and methods with examples
https://github.com/nyxflower/notes-and-examples-on-natural-language-processing
language-modelling named-entity-recognition neural-language-modelling nlp-machine-learning notes python text-classification text-processing
Last synced: 22 days ago
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Introduce basic nlp tasks and methods with examples
- Host: GitHub
- URL: https://github.com/nyxflower/notes-and-examples-on-natural-language-processing
- Owner: NYXFLOWER
- Created: 2019-02-08T13:48:50.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2020-01-07T17:39:41.000Z (over 6 years ago)
- Last Synced: 2025-07-06T09:01:57.999Z (12 months ago)
- Topics: language-modelling, named-entity-recognition, neural-language-modelling, nlp-machine-learning, notes, python, text-classification, text-processing
- Language: Python
- Homepage:
- Size: 32.6 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# nlp
## Online Source
### Courses
- UC Berkeley CS 288: [Statistical Natural Language Processing, Spring 2010](https://people.eecs.berkeley.edu/~klein/cs288/sp10/)
- Columbia COMS W4705: [Natural Language Processing, Fall 2018](http://www.cs.columbia.edu/~mcollins/cs4705-fall2018)
### Books
- Jurafsky and Martin, [Speech and Language Processing, 3nd edition](https://web.stanford.edu/~jurafsky/slp3/)
- Manning and Shuetze, Foundations of Statistical Natural Language Processing
- Ted Briscoe, [Introduction to Linguistics for Natural Language Processing](https://www.cl.cam.ac.uk/teaching/1011/L100/introling.pdf)
### Datasets
- Google Research [N-gram corpus](https://ai.googleblog.com/2006/08/all-our-n-gram-are-belong-to-you.html) (up to 5-gram)
### Tools
- Regular Expression (with cheatsheet): https://pythex.org/
## Professors
- [Jackson Eli Reynolds](https://web.stanford.edu/~jurafsky)
- [Michael Collins](http://www.cs.columbia.edu/~mcollins)